Forensic investigation into DeepSeek’s unit economics: why no Western cloud could match the pre-August $0.28 price, why DeepSeek temporarily hiked rates on August 16 after an 8-trillion-token surge, how V4.1-Flash’s 890-byte CED attention enables Western startups to hit $0.66 profitably today, and why American Big Tech hyperscalers charge a 4,000% markup to service legacy debt.
A technical audit of Anthropic’s Claude Code vulnerabilities CVE-2026-21852 and CVE-2025-59536. We dissect pre-trust Base URL credential exfiltration, SessionStart hook code execution, Linux plaintext token leakage, and introduce a 4-tier eBPF zero-trust isolation blueprint.
Anthropic’s Claude Fable 5.1 pairs large gains on agentic evals with a 75% cache-read cut. Here is what the benchmarks, migration breaks, and X’s 3D demos mean for real workloads.
Anthropic sells Claude Max 20x for $200/month, but the claim is only relative to Pro per five-hour session. We trace the missing baseline, user reports, and weekly-limit change.
Anthropic says Claude Code limits rise 25% on September 14—but from today’s temporary 50% boost, users get about 17% less. Here’s the math, Colossus context and what changes.
